04-28-2020
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The AI Economist: Improving Equality and Productivity with AI-Driven Tax Policies by Stephan Zheng et al
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04-29-2020
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Explainable Deep Learning: A Field Guide for the Uninitiated by Ning Xie et al
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04-30-2020
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CNN Explainer: Learning Convolutional Neural Networks with Interactive Visualization by Zijie J. Wang et al
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04-28-2020
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Image Augmentation Is All You Need: Regularizing Deep Reinforcement Learning from Pixels by Ilya Kostrikov et al
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04-30-2020
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Investigating Transferability in Pretrained Language Models by Alex Tamkin et al
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04-28-2020
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Neural Additive Models: Interpretable Machine Learning with Neural Nets by Rishabh Agarwal et al
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04-30-2020
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Reinforcement Learning with Augmented Data by Michael Laskin et al
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04-29-2020
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WT5?! Training Text-to-Text Models to Explain their Predictions by Sharan Narang et al
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04-29-2020
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ToTTo: A Controlled Table-To-Text Generation Dataset by Ankur P. Parikh et al
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04-30-2020
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Imitation Attacks and Defenses for Black-box Machine Translation Systems by Eric Wallace et al
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04-29-2020
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Instance-Based Learning of Span Representations: A Case Study through Named Entity Recognition by Hiroki Ouchi et al
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04-30-2020
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Improving Vision-and-Language Navigation with Image-Text Pairs from the Web by Arjun Majumdar et al
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04-30-2020
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NUBIA: NeUral Based Interchangeability Assessor for Text Generation by Hassan Kane et al
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04-28-2020
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Time Series Forecasting With Deep Learning: A Survey by Bryan Lim et al
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04-29-2020
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Editing in Style: Uncovering the Local Semantics of GANs by Edo Collins et al
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04-28-2020
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Denise: Deep Learning based Robust PCA for Positive Semidefinite Matrices by Calypso Herrera et al
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04-30-2020
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A Call for More Rigor in Unsupervised Cross-lingual Learning by Mikel Artetxe et al
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04-30-2020
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SegaBERT: Pre-training of Segment-aware BERT for Language Understanding by He Bai et al
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04-29-2020
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Molecular Design in Synthetically Accessible Chemical Space via Deep Reinforcement Learning by Julien Horwood et al
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04-29-2020
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Continual Deep Learning by Functional Regularisation of Memorable Past by Pingbo Pan et al
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04-30-2020
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SS3D: Single Shot 3D Object Detector by Aniket Limaye et al
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04-29-2020
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Caramel: Accelerating Decentralized Distributed Deep Learning with Computation Scheduling by Sayed Hadi Hashemi et al
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04-30-2020
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Improved Natural Language Generation via Loss Truncation by Daniel Kang et al
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04-30-2020
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Self-Supervised and Controlled Multi-Document Opinion Summarization by Hady Elsahar et al
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04-30-2020
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Few-Shot Learning for Abstractive Multi-Document Opinion Summarization by Arthur Bražinskas et al
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04-30-2020
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Named Entity Recognition without Labelled Data: A Weak Supervision Approach by Pierre Lison et al
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04-28-2020
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Quantum-inspired Machine Learning on high-energy physics data by Marco Trenti et al
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04-29-2020
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UAV and Machine Learning Based Refinement of a Satellite-Driven Vegetation Index for Precision Agriculture by Vittorio Mazzia et al
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04-29-2020
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Revealing the Phase Diagram of Kitaev Materials by Machine Learning: Cooperation and Competition between Spin Liquids by Ke Liu et al
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04-29-2020
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Pre-training Is (Almost) All You Need: An Application to Commonsense Reasoning by Alexandre Tamborrino et al
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04-30-2020
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Progressive Transformers for End-to-End Sign Language Production by Ben Saunders et al
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04-30-2020
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Out-of-the-box channel pruned networks by Ragav Venkatesan et al
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04-28-2020
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Multi-task Learning with Crowdsourced Features Improves Skin Lesion Diagnosis by Ralf Raumanns et al
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04-29-2020
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Counterfactual Off-Policy Training for Neural Response Generation by Qingfu Zhu et al
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04-29-2020
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Physarum Powered Differentiable Linear Programming Layers and Applications by Zihang Meng et al
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04-29-2020
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Detecting Deep-Fake Videos from Appearance and Behavior by Shruti Agarwal et al
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04-28-2020
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Do We Need Fully Connected Output Layers in Convolutional Networks? by Zhongchao Qian et al
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04-28-2020
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Pyramid Attention Networks for Image Restoration by Yiqun Mei et al
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04-28-2020
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Evaluating the Rainbow DQN Agent in Hanabi with Unseen Partners by Rodrigo Canaan et al
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04-30-2020
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Preventing Posterior Collapse with Levenshtein Variational Autoencoder by Serhii Havrylov et al
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04-30-2020
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On the Evaluation of Contextual Embeddings for Zero-Shot Cross-Lingual Transfer Learning by Phillip Keung et al
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04-30-2020
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HERO: Hierarchical Encoder for Video+Language Omni-representation Pre-training by Linjie Li et al
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04-29-2020
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How to Learn a Useful Critic? Model-based Action-Gradient-Estimator Policy Optimization by Pierluca D'Oro et al
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04-29-2020
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APB2Face: Audio-guided face reenactment with auxiliary pose and blink signals by Jiangning Zhang et al
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04-30-2020
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Polygonal Building Segmentation by Frame Field Learning by Nicolas Girard et al
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04-28-2020
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Privacy-Preserving Recommender Systems Challenge on Twitters Home Timeline by Luca Belli et al
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04-29-2020
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Do Neural Language Models Show Preferences for Syntactic Formalisms? by Artur Kulmizev et al
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04-29-2020
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Meta-Reinforcement Learning for Robotic Industrial Insertion Tasks by Gerrit Schoettler et al
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04-29-2020
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Distantly-Supervised Neural Relation Extraction with Side Information using BERT by Johny Moreira et al
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04-30-2020
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PreCNet: Next Frame Video Prediction Based on Predictive Coding by Zdenek Straka et al
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04-29-2020
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The Effect of Natural Distribution Shift on Question Answering Models by John Miller et al
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04-30-2020
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The 4th AI City Challenge by Milind Naphade et al
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04-29-2020
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Bias-corrected estimator for intrinsic dimension and differential entropy--a visual multiscale approach by Jugurta Montalvão et al
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04-29-2020
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TRP: Trained Rank Pruning for Efficient Deep Neural Networks by Yuhui Xu et al
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04-29-2020
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Posterior Calibrated Training on Sentence Classification Tasks by Taehee Jung et al
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04-30-2020
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Generative Adversarial Networks in Digital Pathology: A Survey on Trends and Future Potential by Maximilian Ernst Tschuchnig et al
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04-28-2020
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The Immersion of Directed Multi-graphs in Embedding Fields. Generalisations by Bogdan Bocse et al
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04-30-2020
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Multi-View Spectral Clustering Tailored Tensor Low-Rank Representation by Yuheng Jia et al
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04-30-2020
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Mind Your Inflections! Improving NLP for Non-Standard English with Base-Inflection Encoding by Samson Tan et al
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05-01-2020
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The AVA-Kinetics Localized Human Actions Video Dataset by Ang Li et al
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04-29-2020
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Multiresolution and Multimodal Speech Recognition with Transformers by Georgios Paraskevopoulos et al
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04-28-2020
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The Curse of Performance Instability in Analysis Datasets: Consequences, Source, and Suggestions by Xiang Zhou et al
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04-30-2020
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Sparse Hashing for Scalable Approximate Model Counting: Theory and Practice by Kuldeep S. Meel et al
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04-29-2020
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Teaching Cameras to Feel: Estimating Tactile Physical Properties of Surfaces From Images by Matthew Purri et al
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04-30-2020
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SkipGNN: Predicting Molecular Interactions with Skip-Graph Networks by Kexin Huang et al
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04-30-2020
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Dynamic Language Binding in Relational Visual Reasoning by Thao Minh Le et al
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04-30-2020
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On the Benefits of Invariance in Neural Networks by Clare Lyle et al
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04-30-2020
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Modelling Suspense in Short Stories as Uncertainty Reduction over Neural Representation by David Wilmot et al
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04-29-2020
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Rethink the Connections among Generalization, Memorization and the Spectral Bias of DNNs by Xiao Zhang et al
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04-30-2020
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A Span-based Linearization for Constituent Trees by Yang Wei et al
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04-30-2020
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Bayesian Online Meta-Learning with Laplace Approximation by Pau Ching Yap et al
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04-29-2020
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Deep Reinforcement Learning with Graph-based State Representations by Vikram Waradpande et al
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04-29-2020
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Learning to Learn to Disambiguate: Meta-Learning for Few-Shot Word Sense Disambiguation by Nithin Holla et al
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04-29-2020
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Image Morphing with Perceptual Constraints and STN Alignment by Noa Fish et al
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04-28-2020
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Minority Reports Defense: Defending Against Adversarial Patches by Michael McCoyd et al
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04-29-2020
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Effective Human Activity Recognition Based on Small Datasets by Bruce X. B. Yu et al
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04-29-2020
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Zero-Shot Learning and its Applications from Autonomous Vehicles to COVID-19 Diagnosis: A Review by Mahdi Rezaei et al
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04-28-2020
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Genetic programming approaches to learning fair classifiers by William La Cava et al
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04-29-2020
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Classification of Equation of State in Relativistic Heavy-Ion Collisions Using Deep Learning by Yu. Kvasiuk et al
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04-30-2020
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Accurate Word Alignment Induction from Neural Machine Translation by Yun Chen et al
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04-29-2020
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Distributional Soft Actor Critic for Risk Sensitive Learning by Xiaoteng Ma et al
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04-29-2020
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Learning from Sparse Datasets: Predicting Concretes Strength by Machine Learning by Boya Ouyang et al
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04-29-2020
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Informative Scene Decomposition for Crowd Analysis, Comparison and Simulation Guidance by Feixiang He et al
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04-28-2020
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Unifying Neural Learning and Symbolic Reasoning for Spinal Medical Report Generation by Zhongyi Han et al
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04-28-2020
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On the Reliability of Test Collections for Evaluating Systems of Different Types by Emine Yilmaz et al
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05-01-2020
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Multilingual Unsupervised Sentence Simplification by Louis Martin et al
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04-30-2020
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Generalization Error of Generalized Linear Models in High Dimensions by Melikasadat Emami et al
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04-30-2020
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Bullseye Polytope: A Scalable Clean-Label Poisoning Attack with Improved Transferability by Hojjat Aghakhani et al
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04-28-2020
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Kungfupanda at SemEval-2020 Task 12: BERT-Based Multi-Task Learning for Offensive Language Detection by Wenliang Dai et al
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04-29-2020
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End-to-End Slot Alignment and Recognition for Cross-Lingual NLU by Weijia Xu et al
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04-30-2020
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Contextual Text Style Transfer by Yu Cheng et al
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04-28-2020
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Deflating Dataset Bias Using Synthetic Data Augmentation by Nikita Jaipuria et al
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04-28-2020
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Identification of Cervical Pathology using Adversarial Neural Networks by Abhilash Nandy et al
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04-30-2020
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Distributed Stochastic Nonconvex Optimization and Learning based on Successive Convex Approximation by Paolo Di Lorenzo et al
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05-01-2020
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Partially-Typed NER Datasets Integration: Connecting Practice to Theory by Shi Zhi et al
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04-29-2020
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Reducing catastrophic forgetting with learning on synthetic data by Wojciech Masarczyk et al
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05-01-2020
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Is Long Horizon Reinforcement Learning More Difficult Than Short Horizon Reinforcement Learning? by Ruosong Wang et al
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04-29-2020
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Plan-Space State Embeddings for Improved Reinforcement Learning by Max Pflueger et al
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04-29-2020
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Skeleton Focused Human Activity Recognition in RGB Video by Bruce X. B. Yu et al
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04-29-2020
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On Detecting Hidden Third-Party Web Trackers with a Wide Dependency Chain Graph: A Representation Learning Approach by Amir Hossein Kargaran et al
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05-01-2020
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Do Neural Ranking Models Intensify Gender Bias? by Navid Rekabsaz et al
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04-30-2020
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Unsupervised Learning of KB Queries in Task Oriented Dialogs by Dinesh Raghu et al
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04-29-2020
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Transfer Learning for Thermal Comfort Prediction in Multiple Cities by Nan Gao et al
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04-30-2020
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Learning Bayesian Networks Under Sparsity Constraints: A Parameterized Complexity Analysis by Niels Grüttemeier et al
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04-29-2020
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Packet2Vec: Utilizing Word2Vec for Feature Extraction in Packet Data by Eric L. Goodman et al
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05-01-2020
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Cross-modal Language Generation using Pivot Stabilization for Web-scale Language Coverage by Ashish V. Thapliyal et al
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04-28-2020
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Showing Your Work Doesnt Always Work by Raphael Tang et al
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05-01-2020
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Can a powerful neural network be a teacher for a weaker neural network? by Nicola Landro et al
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05-01-2020
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Multi-View Self-Attention for Interpretable Drug-Target Interaction Prediction by Brighter Agyemang et al
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04-28-2020
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Visual Grounding of Learned Physical Models by Yunzhu Li et al
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04-30-2020
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Bridging Mode Connectivity in Loss Landscapes and Adversarial Robustness by Pu Zhao et al
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04-30-2020
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Generative Adversarial Networks (GANs): Challenges, Solutions, and Future Directions by Divya Saxena et al
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04-29-2020
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Emerging Relation Network and Task Embedding for Multi-Task Regression Problems by Jens Schreiber et al
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04-30-2020
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Hide-and-Seek: A Template for Explainable AI by Thanos Tagaris et al
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05-01-2020
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SciREX: A Challenge Dataset for Document-Level Information Extraction by Sarthak Jain et al
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04-30-2020
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Bootstrap Latent-Predictive Representations for Multitask Reinforcement Learning by Daniel Guo et al
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04-28-2020
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A Practical Framework for Relation Extraction with Noisy Labels Based on Doubly Transitional Loss by Shanchan Wu et al
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04-29-2020
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Generating Safe Diversity in NLG via Imitation Learning by Giulio Zhou et al
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05-01-2020
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Image fusion using symmetric skip autoencodervia an Adversarial Regulariser by Snigdha Bhagat et al
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04-29-2020
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Whittle index based Q-learning for restless bandits with average reward by Konstantin Avrachenkov et al
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04-29-2020
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Valid Explanations for Learning to Rank Models by Jaspreet Singh et al
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04-28-2020
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Scheduled DropHead: A Regularization Method for Transformer Models by Wangchunshu Zhou et al
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05-01-2020
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Structured Tuning for Semantic Role Labeling by Tao Li et al
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05-01-2020
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Self-supervised Knowledge Triplet Learning for Zero-shot Question Answering by Pratyay Banerjee et al
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04-30-2020
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Coreset Clustering on Small Quantum Computers by Teague Tomesh et al
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04-29-2020
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Exploring Fine-tuning Techniques for Pre-trained Cross-lingual Models via Continual Learning by Zihan Liu et al
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04-28-2020
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Learning Polynomials of Few Relevant Dimensions by Sitan Chen et al
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04-29-2020
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Metric learning by Similarity Network for Deep Semi-Supervised Learning by Sanyou Wu et al
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04-28-2020
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Multivariate Confidence Calibration for Object Detection by Fabian Küppers et al
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